Files
agents/plugins/startup-business-analyst/skills/market-sizing-analysis/references/data-sources.md
2026-01-19 17:07:03 -05:00

9.0 KiB
Raw Blame History

Market Sizing Data Sources

Curated list of credible sources for market research and sizing analysis.

Industry Research Reports

Premium Research Firms

Gartner (https://www.gartner.com)

  • Technology market forecasts and sizing
  • Magic Quadrants for competitive positioning
  • Typical cost: $5K-$50K per report
  • Best for: Enterprise software, IT services, emerging tech

Forrester (https://www.forrester.com)

  • Business technology and digital transformation
  • Wave evaluations for vendor comparison
  • Typical cost: $3K-$30K per report
  • Best for: Marketing tech, customer experience, B2B

IDC (https://www.idc.com)

  • IT market intelligence and sizing
  • Detailed segment breakdowns
  • Typical cost: $4K-$40K per report
  • Best for: Hardware, software, IT services

McKinsey (https://www.mckinsey.com/featured-insights)

  • Free insights and reports
  • Strategic industry analysis
  • Best for: Industry trends, macroeconomic context

Accessible Research

Statista (https://www.statista.com)

  • Cost: $39/month individual, $199/month business
  • Coverage: 80,000+ topics across industries
  • Best for: Quick market size estimates, charts, trends

CB Insights (https://www.cbinsights.com)

  • Cost: Custom pricing (typically $10K+/year)
  • Coverage: Venture capital, startup markets
  • Best for: Emerging markets, competitive intelligence

PitchBook (https://pitchbook.com)

  • Cost: Institutional pricing
  • Coverage: Private company valuations, M&A, VC
  • Best for: Startup valuations, funding trends

Grand View Research (https://www.grandviewresearch.com)

  • Cost: $2K-$5K per report
  • Coverage: B2C and emerging markets
  • Best for: Consumer markets, healthcare, cleantech

Government and Public Data

U.S. Government Sources

U.S. Census Bureau (https://www.census.gov)

  • Free, authoritative demographic data
  • Economic census every 5 years
  • Best for: Business counts, demographics, spending

Bureau of Labor Statistics (https://www.bls.gov)

  • Free employment and economic data
  • Industry-specific statistics
  • Best for: Employment trends, wages, productivity

SEC EDGAR (https://www.sec.gov/edgar)

  • Free public company filings
  • 10-K, 10-Q reports with segment revenue
  • Best for: Validating market size with public company data

Data.gov (https://www.data.gov)

  • Free government datasets
  • Aggregates across agencies
  • Best for: Specialized industry data

International Sources

OECD (https://data.oecd.org)

  • Free international economic data
  • Best for: Cross-country comparisons

World Bank (https://data.worldbank.org)

  • Free global development data
  • Best for: Emerging markets, macro trends

Eurostat (https://ec.europa.eu/eurostat)

  • Free European Union statistics
  • Best for: European market sizing

Trade Associations

Industry associations often publish market research:

Software & SaaS

  • Software & Information Industry Association (SIIA)
  • Cloud Security Alliance (CSA)

E-commerce & Retail

  • National Retail Federation (NRF)
  • Digital Commerce 360

Financial Services

  • American Bankers Association (ABA)
  • Financial Technology Association (FTA)

Healthcare

  • Healthcare Information and Management Systems Society (HIMSS)
  • American Hospital Association (AHA)

Manufacturing

  • National Association of Manufacturers (NAM)
  • Industrial Internet Consortium (IIC)

Company and Customer Data

B2B Databases

LinkedIn Sales Navigator ($99/month)

  • Company and employee counts
  • Industry filters
  • Best for: B2B customer counting

ZoomInfo (Custom pricing)

  • Company databases with firmographics
  • Contact data
  • Best for: B2B TAM calculations

Crunchbase ($29-$99/month)

  • Startup company data
  • Funding and employee information
  • Best for: Tech startup markets

BuiltWith ($295-$995/month)

  • Technology usage data
  • Website analytics
  • Best for: Technology adoption sizing

Consumer Data

Euromonitor (Custom pricing)

  • Consumer market research
  • Best for: B2C product markets

Nielsen (Custom pricing)

  • Consumer behavior and media
  • Best for: CPG, retail, media markets

Mintel (Custom pricing)

  • Consumer trends and insights
  • Best for: B2C products and services

Search and Discovery Tools

Market Research Aggregators

Research and Markets (https://www.researchandmarkets.com)

  • Aggregates reports from 100+ publishers
  • $500-$10K per report
  • Search across all major research firms

MarketsandMarkets (https://www.marketsandmarkets.com)

  • Custom and syndicated research
  • $4K-$10K per report
  • Good for niche B2B markets

Free Search Tools

Google Scholar (https://scholar.google.com)

  • Free academic research
  • Best for: Emerging technologies, academic validation

SSRN (https://www.ssrn.com)

  • Free working papers
  • Best for: Financial services, economics

arXiv (https://arxiv.org)

  • Free preprints in CS, physics, etc.
  • Best for: AI/ML, scientific markets

Competitive Intelligence

Public Company Analysis

Yahoo Finance (Free)

  • Public company financials
  • Segment revenue from earnings

Seeking Alpha (Free + Premium)

  • Earnings transcripts
  • Analyst estimates

Public company investor relations

  • Annual reports (10-K)
  • Investor presentations

Private Company Intelligence

PrivCo (Custom pricing)

  • Private company financials
  • M&A transaction data

Owler (Free + Premium)

  • Company profiles and news
  • Revenue estimates

SimilarWeb (Free + Premium)

  • Website traffic analytics
  • Best for: Online business sizing

Survey and Primary Research

Survey Tools

SurveyMonkey ($25-$75/month)

  • DIY surveys
  • Best for: Customer willingness to pay

Typeform ($25-$83/month)

  • Conversational surveys
  • Best for: User research

Qualtrics (Enterprise pricing)

  • Professional research platform
  • Best for: Large-scale studies

Panel Providers

Respondent.io ($100-$200 per response)

  • Recruit professionals for interviews
  • Best for: B2B customer research

UserTesting ($49 per participant)

  • User research and testing
  • Best for: Product validation

Google Surveys ($0.10-$3.50 per response)

  • Quick consumer surveys
  • Best for: Basic consumer insights

Data Quality Checklist

When evaluating sources:

Authority

  • Who published the research?
  • What's their reputation?
  • Do they have industry expertise?

Methodology

  • How was data collected?
  • What's the sample size?
  • When was research conducted?

Recency

  • Is data current (< 2 years old)?
  • Has market changed significantly?
  • Are growth rates still applicable?

Consistency

  • Do multiple sources agree?
  • Are definitions consistent?
  • Do numbers triangulate?

Relevance

  • Does it match your market definition?
  • Is geography appropriate?
  • Are segments aligned?

Free vs. Paid Strategy

Start with free sources:

  1. Government data for customer counts
  2. Public company filings for segment revenue
  3. Trade associations for industry trends
  4. Google Scholar for academic research

Upgrade to paid when:

  • Raising institutional funding (investors expect premium sources)
  • Need detailed segment breakdowns
  • Market is niche or emerging
  • Free sources are outdated or insufficient

Cost-effective approach:

  • Buy 1-2 key reports that cover your core market
  • Use free sources for triangulation
  • Supplement with primary research (customer interviews)
  • Cite mix of free and paid sources

Citation Best Practices

Always cite sources in market sizing:

Format:

Market Size: $X.XB
Source: [Publisher], [Report Name], [Date]
URL: [link if available]

Example:

Email Marketing Software TAM: $7.5B (2024)
Source: Gartner, "Market Share: Email Marketing Software, Worldwide, 2024"
Note: Includes all email marketing software revenue globally

Include:

  • Publisher and report name
  • Publication date
  • Geography and scope
  • Any adjustments made
  • Link to source (if public)

Keeping Research Current

Set Google Alerts

  • Industry keywords
  • Company names
  • Market terms

Follow Research Firms

  • Twitter accounts
  • LinkedIn updates
  • Free newsletter summaries

Track Public Companies

  • Earnings calendars
  • Investor relations pages
  • Annual reports

Join Industry Groups

  • LinkedIn groups
  • Slack communities
  • Trade associations

Review Annually

  • Update market size with new data
  • Adjust growth assumptions
  • Revisit methodology if market changed

Emergency Research Guide

Need market size in < 2 hours?

  1. Check Statista (15 min) - Quick industry overview
  2. Find public companies (30 min) - Get segment revenue from 10-Ks
  3. LinkedIn search (20 min) - Count potential B2B customers
  4. Google Scholar (20 min) - Find academic papers
  5. Calculate bottom-up (30 min) - Customers × Price
  6. Triangulate (15 min) - Compare sources

Document everything:

  • Write down all sources
  • Note all assumptions
  • Show your methodology
  • Caveat data quality

Better to have a defensible estimate with clear limitations than no data at all.